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CI/CD Pipelines

This guide explains how to design and operate CI/CD pipelines that are fast, reliable, and auditable.

Pipeline objectives

A production-ready pipeline should:

  • validate code quality before merge,
  • produce reproducible artifacts,
  • deploy safely across environments,
  • and provide clear rollback paths.

Reference pipeline stages

  1. Source: trigger on pull requests and main branch updates.
  2. Build: compile and package with locked dependencies.
  3. Test: run unit, integration, and security checks.
  4. Release: publish immutable artifacts with version metadata.
  5. Deploy: progressive rollout with environment gates.
  6. Verify: post-deploy health checks and alert validation.

Delivery controls

  • Enforce branch protection and required checks.
  • Separate deployment permissions from code merge permissions.
  • Use environment-specific secrets and short-lived credentials.
  • Keep rollback artifacts available for every release.

Deployment strategies

  • Blue/green: fast rollback with duplicate environments.
  • Canary: low-risk rollout to a subset of traffic.
  • Rolling update: gradual replacement with health checks.

Failure handling

When a pipeline fails:

  1. stop downstream stages immediately,
  2. collect logs and test artifacts,
  3. classify root cause (code, config, infra, dependency),
  4. rerun only after corrective change is merged.

Tooling options

  • CI engines: GitHub Actions, GitLab CI, Jenkins, CircleCI
  • Artifact stores: GitHub Packages, Artifactory, ECR/GCR/ACR
  • Quality gates: lint, unit tests, SAST, dependency scanning

Next steps

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